{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Simple CPW Meander\n",
    "\n",
    "We'll be creating a 2D design and adding a meandered resonator QComponent.  \n",
    "Will use component called OpenToGround for termination of resonators.\n",
    "\n",
    "Simple RouteMeander resonator object will be shown. \n",
    "\n",
    "RouteMeander: Implements a simple CPW, with a single meander.  \n",
    "OpenToGround: A basic open to ground termination. Functions as a pin for auto drawing."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# For convenience, let's begin by enabling\n",
    "# automatic reloading of modules when they change.\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import qiskit_metal as metal\n",
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, Headings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Each time you create a new quantum circuit design, \n",
    "# you start by instantiating a QDesign class. \n",
    "\n",
    "# The design class `DesignPlanar` is best for 2D circuit designs.\n",
    "design = designs.DesignPlanar()\n",
    "gui = MetalGUI(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal.qlibrary.terminations.open_to_ground import OpenToGround\n",
    "from qiskit_metal.qlibrary.tlines.meandered import RouteMeander"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pin_inputs': {'start_pin': {'component': '', 'pin': ''},\n",
       "  'end_pin': {'component': '', 'pin': ''}},\n",
       " 'fillet': '0',\n",
       " 'lead': {'start_straight': '0mm',\n",
       "  'end_straight': '0mm',\n",
       "  'start_jogged_extension': '',\n",
       "  'end_jogged_extension': ''},\n",
       " 'total_length': '7mm',\n",
       " 'chip': 'main',\n",
       " 'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'meander': {'spacing': '200um', 'asymmetry': '0um'},\n",
       " 'snap': 'true',\n",
       " 'prevent_short_edges': 'true'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Be aware of the default_options that can be overridden by user.\n",
    "RouteMeander.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'width': '10um',\n",
       " 'gap': '6um',\n",
       " 'termination_gap': '6um',\n",
       " 'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'orientation': '0',\n",
       " 'chip': 'main',\n",
       " 'layer': '1'}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Be aware of the default_options that can be overridden by user.\n",
    "OpenToGround.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# To force overwrite a QComponent with an existing name.  \n",
    "# This is useful when re-running cells in a notebook. \n",
    "design.overwrite_enabled = True"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A RouteMeander connector are shown.  The terminations are open-to-ground. \n",
    "\n",
    "The pin_inputs is the default dictionary for passing pins into a component, **BUT** how the dictionary is structured is component dependent. Using the below structure (eg. start_pin, end_pin) is suggested for any 2 port type connection, but you should always check the documentation for the specific component you are wanting to use."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "open_start_options = Dict(pos_x='1000um',\n",
    "                         pos_y='0um',\n",
    "                         orientation = '-90')\n",
    "\n",
    "open_start_meander = OpenToGround(design,'Open_meander_start',options=open_start_options)\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "open_end_options = Dict(pos_x='1000um',\n",
    "                        pos_y='1500um',\n",
    "                        orientation='90',\n",
    "                        termination_gap='10um')\n",
    "\n",
    "open_end_meander = OpenToGround(design,'Open_meander_end',options=open_end_options)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "meander_options = Dict(pin_inputs=Dict(start_pin=Dict(\n",
    "                                            component='Open_meander_start',\n",
    "                                            pin='open'),\n",
    "                                        end_pin=Dict(\n",
    "                                            component='Open_meander_end',\n",
    "                                            pin='open')\n",
    "                                        ),\n",
    "                      total_length='9mm',\n",
    "                      fillet='99.99um')\n",
    "\n",
    "testMeander = RouteMeander(design,'meanderTest',options=meander_options)\n",
    "gui.rebuild()\n",
    "gui.autoscale()\n",
    "gui.zoom_on_components([testMeander.name, open_start_meander.name, open_end_meander.name]) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[95m\u001b[1mname:    \u001b[94m\u001b[1mmeanderTest\u001b[0m\n",
       "\u001b[95m\u001b[1mclass:   \u001b[94m\u001b[1mRouteMeander          \u001b[0m\n",
       "\u001b[95m\u001b[1moptions: \u001b[0m\n",
       "  \u001b[1m'pin_inputs'        \u001b[0m: {\n",
       "       \u001b[1m'start_pin'         \u001b[0m: {\n",
       "            'component'         : 'Open_meander_start',         \n",
       "            'pin'               : 'open',                       \n",
       "                             },\n",
       "       \u001b[1m'end_pin'           \u001b[0m: {\n",
       "            'component'         : 'Open_meander_end',           \n",
       "            'pin'               : 'open',                       \n",
       "                             },\n",
       "                        },\n",
       "  'fillet'            : '99.99um',                    \n",
       "  \u001b[1m'lead'              \u001b[0m: {\n",
       "       'start_straight'    : '0mm',                        \n",
       "       'end_straight'      : '0mm',                        \n",
       "       'start_jogged_extension': '',                           \n",
       "       'end_jogged_extension': '',                           \n",
       "                        },\n",
       "  'total_length'      : '9mm',                        \n",
       "  'chip'              : 'main',                       \n",
       "  'layer'             : '1',                          \n",
       "  'trace_width'       : 'cpw_width',                  \n",
       "  \u001b[1m'meander'           \u001b[0m: {\n",
       "       'spacing'           : '200um',                      \n",
       "       'asymmetry'         : '0um',                        \n",
       "                        },\n",
       "  'snap'              : 'true',                       \n",
       "  'prevent_short_edges': 'true',                       \n",
       "  'trace_gap'         : 'cpw_gap',                    \n",
       "  '_actual_length'    : '9.0 mm',                     \n",
       "\u001b[95m\u001b[1mmodule:  \u001b[94m\u001b[1mqiskit_metal.qlibrary.tlines.meandered\u001b[0m\n",
       "\u001b[95m\u001b[1mid:      \u001b[94m\u001b[1m3\u001b[0m"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Let's see what the testMeander object looks like\n",
    "testMeander #print meanderTest information"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[95m\u001b[1mname:    \u001b[94m\u001b[1mOpen_meander_start\u001b[0m\n",
       "\u001b[95m\u001b[1mclass:   \u001b[94m\u001b[1mOpenToGround          \u001b[0m\n",
       "\u001b[95m\u001b[1moptions: \u001b[0m\n",
       "  'width'             : '10um',                       \n",
       "  'gap'               : '6um',                        \n",
       "  'termination_gap'   : '6um',                        \n",
       "  'pos_x'             : '1000um',                     \n",
       "  'pos_y'             : '0um',                        \n",
       "  'orientation'       : '0',                          \n",
       "  'chip'              : 'main',                       \n",
       "  'layer'             : '1',                          \n",
       "  'orientation'          : '-90',                        \n",
       "\u001b[95m\u001b[1mmodule:  \u001b[94m\u001b[1mqiskit_metal.qlibrary.terminations.open_to_ground\u001b[0m\n",
       "\u001b[95m\u001b[1mid:      \u001b[94m\u001b[1m1\u001b[0m"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Let's see what the open_start_meander object looks like\n",
    "open_start_meander #print Open_meander_start information"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also see what active connections there are from the netlist. Pins that share the same net_id indicate they are connected. Pins that are not on the net list are currently open."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>net_id</th>\n",
       "      <th>component_id</th>\n",
       "      <th>pin_name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>open</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>start</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "      <td>open</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>end</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  net_id component_id pin_name\n",
       "0      3            1     open\n",
       "1      3            3    start\n",
       "2      4            2     open\n",
       "3      4            3      end"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "design.net_info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Closing the Qiskit Metal GUI\n",
    "gui.main_window.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
